Virus-like particles in cancer immunotherapy: bridging human and veterinary medicine through one health

Virus-like particles (VLPs) are engineered nanoplatforms that mimic viral structures, offering high immunogenicity, biocompatibility, and functional versatility for cancer immunotherapy. While widely explored in human oncology as nanovaccines and targeted delivery systems for chemo-/immuno-therapeutics and genetic payloads (e.g., mRNA, siRNA, and CRISPR/Cas systems), their potential in veterinary oncology remains underexploited. This review synthesizes recent advances in VLP design, including scaffold engineering, antigen display, cargo encapsulation, and surface functionalization, and discusses the mechanistic basis of VLP-induced antitumor immunity, encompassing dendritic cell activation, adaptive immune amplification, and tumor microenvironment remodeling. Importantly, we highlight the emerging role of companion animals with spontaneous tumors-such as lymphoma, melanoma, and mammary carcinoma-as immunocompetent translational models within the One Health framework. Comparative oncology reveals striking parallels in oncogenic pathways, immune landscapes, and therapeutic responses, supporting the use of canine and feline cancers as biologically relevant intermediates between murine studies and human clinical trials. We provide an evidence-based assessment of representative VLP platforms, evaluate their translational readiness, and examine cross-species opportunities for shared target development, biomarker discovery, and regulatory convergence, while also addressing species-specific biological and technical limitations. Finally, we propose a forward-looking roadmap that prioritizes manufacturing standardization, biomarker development, comparative validation, precision engineering, and emerging technologies such as AI-guided design and tumor-on-chip systems. Collectively, we position One Health as an operational strategy to accelerate the bidirectional translation of VLP-based immunotherapies for both human and veterinary cancer patients.